def similar_document(first_book, second_book):
if first_book == '1' or first_book == '2' or first_book == '3' or first_book == '4':
if second_book == '1' or second_book == '2' or second_book == '3' or second_book == '4':
percentage = Task4.sentence_similarity(
first_book, second_book
) #trigger the function sentence similarity that will return the score of similarity between two books
return "The similarity between the two documents is =" + str(
percentage
) + " percent" #return the score of similarity between two books
return "Books only from 1 to 4"
def similarity_of_all(string='all'):
if string.lower() == 'all':
list_of_sim_matrix = dict(
) #creating a dictionary for the similarities score
count = 1 #intializing count with 1 which having index of book 1
while (count <= 4): #iterate through all 4 books
count_for_second_book = 4 #sceond count has second book indexes
while (count_for_second_book >=
1): #conditions for books remain in the limit
percentage_of_each = Task4.sentence_similarity(
str(count), str(count_for_second_book)
) #triggering task 4 function to get the similarity between two book at a ttime
list_of_sim_matrix[str(count) + ' and ' +
str(count_for_second_book)] = str(
percentage_of_each)
count_for_second_book -= 1 #decreement book second
count += 1 #increement book first
return json.dumps(list_of_sim_matrix)
return "Not a required String"
